Dataset statistics
| Number of variables | 42 |
|---|---|
| Number of observations | 311029 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 10855 |
| Duplicate rows (%) | 3.5% |
| Total size in memory | 162.2 MiB |
| Average record size in memory | 546.7 B |
Variable types
| Numeric | 26 |
|---|---|
| Categorical | 16 |
num_outbound_cmds has constant value "0" | Constant |
| Dataset has 10855 (3.5%) duplicate rows | Duplicates |
service has a high cardinality: 65 distinct values | High cardinality |
src_bytes is highly correlated with srv_count and 9 other fields | High correlation |
dst_bytes is highly correlated with logged_in and 4 other fields | High correlation |
hot is highly correlated with num_compromised and 1 other fields | High correlation |
logged_in is highly correlated with dst_bytes and 3 other fields | High correlation |
num_compromised is highly correlated with hot | High correlation |
root_shell is highly correlated with num_root | High correlation |
num_root is highly correlated with root_shell | High correlation |
is_guest_login is highly correlated with hot | High correlation |
count is highly correlated with dst_bytes and 3 other fields | High correlation |
srv_count is highly correlated with src_bytes and 6 other fields | High correlation |
serror_rate is highly correlated with srv_serror_rate and 3 other fields | High correlation |
srv_serror_rate is highly correlated with serror_rate and 2 other fields | High correlation |
rerror_rate is highly correlated with src_bytes and 9 other fields | High correlation |
srv_rerror_rate is highly correlated with src_bytes and 9 other fields | High correlation |
same_srv_rate is highly correlated with src_bytes and 9 other fields | High correlation |
diff_srv_rate is highly correlated with src_bytes and 10 other fields | High correlation |
dst_host_count is highly correlated with dst_bytes and 2 other fields | High correlation |
dst_host_srv_count is highly correlated with src_bytes and 10 other fields | High correlation |
dst_host_same_srv_rate is highly correlated with src_bytes and 10 other fields | High correlation |
dst_host_diff_srv_rate is highly correlated with src_bytes and 10 other fields | High correlation |
dst_host_same_src_port_rate is highly correlated with src_bytes and 11 other fields | High correlation |
dst_host_srv_diff_host_rate is highly correlated with dst_bytes and 2 other fields | High correlation |
dst_host_serror_rate is highly correlated with serror_rate and 2 other fields | High correlation |
dst_host_srv_serror_rate is highly correlated with serror_rate and 2 other fields | High correlation |
dst_host_rerror_rate is highly correlated with rerror_rate and 8 other fields | High correlation |
dst_host_srv_rerror_rate is highly correlated with src_bytes and 9 other fields | High correlation |
hot is highly correlated with num_file_creations | High correlation |
logged_in is highly correlated with count and 1 other fields | High correlation |
num_compromised is highly correlated with su_attempted and 1 other fields | High correlation |
su_attempted is highly correlated with num_compromised and 1 other fields | High correlation |
num_root is highly correlated with num_compromised and 1 other fields | High correlation |
num_file_creations is highly correlated with hot | High correlation |
count is highly correlated with logged_in and 2 other fields | High correlation |
srv_count is highly correlated with count and 3 other fields | High correlation |
serror_rate is highly correlated with srv_serror_rate and 2 other fields | High correlation |
srv_serror_rate is highly correlated with serror_rate and 2 other fields | High correlation |
rerror_rate is highly correlated with srv_rerror_rate and 5 other fields | High correlation |
srv_rerror_rate is highly correlated with rerror_rate and 5 other fields | High correlation |
same_srv_rate is highly correlated with rerror_rate and 6 other fields | High correlation |
diff_srv_rate is highly correlated with dst_host_diff_srv_rate | High correlation |
dst_host_count is highly correlated with logged_in | High correlation |
dst_host_srv_count is highly correlated with srv_count and 7 other fields | High correlation |
dst_host_same_srv_rate is highly correlated with srv_count and 7 other fields | High correlation |
dst_host_diff_srv_rate is highly correlated with diff_srv_rate | High correlation |
dst_host_same_src_port_rate is highly correlated with count and 4 other fields | High correlation |
dst_host_serror_rate is highly correlated with serror_rate and 2 other fields | High correlation |
dst_host_srv_serror_rate is highly correlated with serror_rate and 2 other fields | High correlation |
dst_host_rerror_rate is highly correlated with rerror_rate and 5 other fields | High correlation |
dst_host_srv_rerror_rate is highly correlated with rerror_rate and 5 other fields | High correlation |
src_bytes is highly correlated with same_srv_rate and 5 other fields | High correlation |
dst_bytes is highly correlated with logged_in and 3 other fields | High correlation |
hot is highly correlated with num_compromised and 1 other fields | High correlation |
logged_in is highly correlated with dst_bytes and 2 other fields | High correlation |
num_compromised is highly correlated with hot | High correlation |
root_shell is highly correlated with num_root | High correlation |
num_root is highly correlated with root_shell | High correlation |
is_guest_login is highly correlated with hot | High correlation |
count is highly correlated with dst_bytes and 2 other fields | High correlation |
srv_count is highly correlated with count and 3 other fields | High correlation |
serror_rate is highly correlated with srv_serror_rate and 2 other fields | High correlation |
srv_serror_rate is highly correlated with serror_rate and 2 other fields | High correlation |
rerror_rate is highly correlated with srv_rerror_rate and 7 other fields | High correlation |
srv_rerror_rate is highly correlated with rerror_rate and 7 other fields | High correlation |
same_srv_rate is highly correlated with src_bytes and 9 other fields | High correlation |
diff_srv_rate is highly correlated with src_bytes and 9 other fields | High correlation |
dst_host_count is highly correlated with dst_bytes and 2 other fields | High correlation |
dst_host_srv_count is highly correlated with src_bytes and 10 other fields | High correlation |
dst_host_same_srv_rate is highly correlated with src_bytes and 9 other fields | High correlation |
dst_host_diff_srv_rate is highly correlated with src_bytes and 10 other fields | High correlation |
dst_host_same_src_port_rate is highly correlated with src_bytes and 8 other fields | High correlation |
dst_host_srv_diff_host_rate is highly correlated with dst_bytes and 2 other fields | High correlation |
dst_host_serror_rate is highly correlated with serror_rate and 2 other fields | High correlation |
dst_host_srv_serror_rate is highly correlated with serror_rate and 2 other fields | High correlation |
dst_host_rerror_rate is highly correlated with rerror_rate and 8 other fields | High correlation |
dst_host_srv_rerror_rate is highly correlated with rerror_rate and 7 other fields | High correlation |
root_shell is highly correlated with num_outbound_cmds | High correlation |
is_guest_login is highly correlated with service and 1 other fields | High correlation |
num_shells is highly correlated with num_outbound_cmds | High correlation |
service is highly correlated with is_guest_login and 4 other fields | High correlation |
deu_ruim_ou_nao is highly correlated with service and 3 other fields | High correlation |
is_host_login is highly correlated with num_outbound_cmds | High correlation |
num_outbound_cmds is highly correlated with root_shell and 14 other fields | High correlation |
num_failed_logins is highly correlated with num_outbound_cmds | High correlation |
flag is highly correlated with num_outbound_cmds | High correlation |
logged_in is highly correlated with service and 3 other fields | High correlation |
protocol_type is highly correlated with service and 3 other fields | High correlation |
land is highly correlated with num_outbound_cmds | High correlation |
num_access_files is highly correlated with num_outbound_cmds and 1 other fields | High correlation |
urgent is highly correlated with num_outbound_cmds | High correlation |
wrong_fragment is highly correlated with num_outbound_cmds | High correlation |
su_attempted is highly correlated with num_outbound_cmds and 1 other fields | High correlation |
duration is highly correlated with num_file_creations | High correlation |
protocol_type is highly correlated with service and 12 other fields | High correlation |
service is highly correlated with protocol_type and 22 other fields | High correlation |
flag is highly correlated with protocol_type and 13 other fields | High correlation |
wrong_fragment is highly correlated with dst_host_srv_diff_host_rate | High correlation |
urgent is highly correlated with root_shell and 1 other fields | High correlation |
hot is highly correlated with num_file_creations | High correlation |
num_failed_logins is highly correlated with service | High correlation |
logged_in is highly correlated with service and 6 other fields | High correlation |
num_compromised is highly correlated with su_attempted and 2 other fields | High correlation |
root_shell is highly correlated with urgent and 1 other fields | High correlation |
su_attempted is highly correlated with num_compromised and 2 other fields | High correlation |
num_root is highly correlated with urgent and 3 other fields | High correlation |
num_file_creations is highly correlated with duration and 1 other fields | High correlation |
num_shells is highly correlated with root_shell | High correlation |
num_access_files is highly correlated with num_compromised and 2 other fields | High correlation |
is_guest_login is highly correlated with service | High correlation |
count is highly correlated with protocol_type and 14 other fields | High correlation |
srv_count is highly correlated with protocol_type and 8 other fields | High correlation |
serror_rate is highly correlated with flag and 6 other fields | High correlation |
srv_serror_rate is highly correlated with flag and 6 other fields | High correlation |
rerror_rate is highly correlated with protocol_type and 13 other fields | High correlation |
srv_rerror_rate is highly correlated with protocol_type and 12 other fields | High correlation |
same_srv_rate is highly correlated with protocol_type and 12 other fields | High correlation |
diff_srv_rate is highly correlated with service and 4 other fields | High correlation |
srv_diff_host_rate is highly correlated with service and 2 other fields | High correlation |
dst_host_count is highly correlated with service and 4 other fields | High correlation |
dst_host_srv_count is highly correlated with protocol_type and 13 other fields | High correlation |
dst_host_same_srv_rate is highly correlated with protocol_type and 13 other fields | High correlation |
dst_host_diff_srv_rate is highly correlated with service and 3 other fields | High correlation |
dst_host_same_src_port_rate is highly correlated with protocol_type and 9 other fields | High correlation |
dst_host_srv_diff_host_rate is highly correlated with service and 1 other fields | High correlation |
dst_host_serror_rate is highly correlated with service and 8 other fields | High correlation |
dst_host_srv_serror_rate is highly correlated with service and 9 other fields | High correlation |
dst_host_rerror_rate is highly correlated with protocol_type and 14 other fields | High correlation |
dst_host_srv_rerror_rate is highly correlated with protocol_type and 11 other fields | High correlation |
deu_ruim_ou_nao is highly correlated with protocol_type and 10 other fields | High correlation |
duration is highly skewed (γ1 = 55.70336655) | Skewed |
src_bytes is highly skewed (γ1 = 432.7522283) | Skewed |
dst_bytes is highly skewed (γ1 = 185.3375224) | Skewed |
hot is highly skewed (γ1 = 136.2931811) | Skewed |
num_compromised is highly skewed (γ1 = 339.3717648) | Skewed |
num_root is highly skewed (γ1 = 338.8591352) | Skewed |
num_file_creations is highly skewed (γ1 = 460.8670439) | Skewed |
dst_host_srv_diff_host_rate is highly skewed (γ1 = 21.57807214) | Skewed |
duration has 298054 (95.8%) zeros | Zeros |
src_bytes has 62903 (20.2%) zeros | Zeros |
dst_bytes has 235821 (75.8%) zeros | Zeros |
hot has 309127 (99.4%) zeros | Zeros |
num_compromised has 309911 (99.6%) zeros | Zeros |
num_root has 310972 (> 99.9%) zeros | Zeros |
num_file_creations has 310944 (> 99.9%) zeros | Zeros |
serror_rate has 289894 (93.2%) zeros | Zeros |
srv_serror_rate has 291623 (93.8%) zeros | Zeros |
rerror_rate has 265596 (85.4%) zeros | Zeros |
srv_rerror_rate has 266116 (85.6%) zeros | Zeros |
diff_srv_rate has 248855 (80.0%) zeros | Zeros |
srv_diff_host_rate has 288817 (92.9%) zeros | Zeros |
dst_host_same_srv_rate has 5710 (1.8%) zeros | Zeros |
dst_host_diff_srv_rate has 209496 (67.4%) zeros | Zeros |
dst_host_same_src_port_rate has 107423 (34.5%) zeros | Zeros |
dst_host_srv_diff_host_rate has 281535 (90.5%) zeros | Zeros |
dst_host_serror_rate has 287112 (92.3%) zeros | Zeros |
dst_host_srv_serror_rate has 289809 (93.2%) zeros | Zeros |
dst_host_rerror_rate has 255123 (82.0%) zeros | Zeros |
dst_host_srv_rerror_rate has 262774 (84.5%) zeros | Zeros |
Reproduction
| Analysis started | 2021-12-24 20:25:08.507291 |
|---|---|
| Analysis finished | 2021-12-24 20:29:21.282988 |
| Duration | 4 minutes and 12.78 seconds |
| Software version | pandas-profiling v3.1.0 |
| Download configuration | config.json |
| Distinct | 745 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.90273576 |
| Minimum | 0 |
|---|---|
| Maximum | 57715 |
| Zeros | 298054 |
| Zeros (%) | 95.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 57715 |
| Range | 57715 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 407.6444 |
|---|---|
| Coefficient of variation (CV) | 22.76995011 |
| Kurtosis | 5711.072975 |
| Mean | 17.90273576 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 55.70336655 |
| Sum | 5568270 |
| Variance | 166173.9568 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 298054 | |
| 1 | 6008 | 1.9% |
| 4 | 3320 | 1.1% |
| 280 | 525 | 0.2% |
| 5 | 289 | 0.1% |
| 3 | 261 | 0.1% |
| 282 | 259 | 0.1% |
| 2 | 204 | 0.1% |
| 281 | 158 | 0.1% |
| 283 | 89 | < 0.1% |
| Other values (735) | 1862 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 298054 | |
| 1 | 6008 | 1.9% |
| 2 | 204 | 0.1% |
| 3 | 261 | 0.1% |
| 4 | 3320 | 1.1% |
| 5 | 289 | 0.1% |
| 6 | 68 | < 0.1% |
| 7 | 40 | < 0.1% |
| 8 | 29 | < 0.1% |
| 9 | 30 | < 0.1% |
| Value | Count | Frequency (%) |
| 57715 | 1 | |
| 54451 | 1 | |
| 53771 | 1 | |
| 53011 | 1 | |
| 47114 | 1 | |
| 42689 | 1 | |
| 38701 | 1 | |
| 22174 | 1 | |
| 20741 | 1 | |
| 16500 | 1 |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.0 MiB |
| icmp | |
|---|---|
| tcp | |
| udp |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.530397487 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | udp |
|---|---|
| 2nd row | udp |
| 3rd row | udp |
| 4th row | udp |
| 5th row | udp |
Common Values
| Value | Count | Frequency (%) |
| icmp | 164969 | |
| tcp | 119357 | |
| udp | 26703 | 8.6% |
Length
Pie chart
| Value | Count | Frequency (%) |
| icmp | 164969 | |
| tcp | 119357 | |
| udp | 26703 | 8.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 65 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.5 MiB |
| ecr_i | |
|---|---|
| private | |
| http | |
| smtp | 8268 |
| pop_3 | 3972 |
| Other values (60) | 14690 |
Length
| Max length | 11 |
|---|---|
| Median length | 5 |
| Mean length | 5.406450845 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | private |
|---|---|
| 2nd row | private |
| 3rd row | private |
| 4th row | private |
| 5th row | private |
Common Values
| Value | Count | Frequency (%) |
| ecr_i | 164352 | |
| private | 78510 | |
| http | 41237 | 13.3% |
| smtp | 8268 | 2.7% |
| pop_3 | 3972 | 1.3% |
| domain_u | 3160 | 1.0% |
| ftp_data | 2223 | 0.7% |
| other | 2185 | 0.7% |
| telnet | 2077 | 0.7% |
| ftp | 837 | 0.3% |
| Other values (55) | 4208 | 1.4% |
Length
| Value | Count | Frequency (%) |
| ecr_i | 164352 | |
| private | 78510 | |
| http | 41237 | 13.3% |
| smtp | 8268 | 2.7% |
| pop_3 | 3972 | 1.3% |
| domain_u | 3160 | 1.0% |
| ftp_data | 2223 | 0.7% |
| other | 2185 | 0.7% |
| telnet | 2077 | 0.7% |
| ftp | 837 | 0.3% |
| Other values (55) | 4208 | 1.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.5 MiB |
| SF | |
|---|---|
| REJ | |
| S0 | 18012 |
| RSTO | 1393 |
| RSTR | 872 |
| Other values (6) | 428 |
Length
| Max length | 6 |
|---|---|
| Median length | 2 |
| Mean length | 2.149461947 |
| Min length | 2 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | SF |
|---|---|
| 2nd row | SF |
| 3rd row | SF |
| 4th row | SF |
| 5th row | SF |
Common Values
| Value | Count | Frequency (%) |
| SF | 248379 | |
| REJ | 41945 | 13.5% |
| S0 | 18012 | 5.8% |
| RSTO | 1393 | 0.4% |
| RSTR | 872 | 0.3% |
| S3 | 289 | 0.1% |
| SH | 84 | < 0.1% |
| S1 | 27 | < 0.1% |
| S2 | 22 | < 0.1% |
| OTH | 4 | < 0.1% |
Length
| Value | Count | Frequency (%) |
| sf | 248379 | |
| rej | 41945 | 13.5% |
| s0 | 18012 | 5.8% |
| rsto | 1393 | 0.4% |
| rstr | 872 | 0.3% |
| s3 | 289 | 0.1% |
| sh | 84 | < 0.1% |
| s1 | 27 | < 0.1% |
| s2 | 22 | < 0.1% |
| oth | 4 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 2504 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1731.702192 |
| Minimum | 0 |
|---|---|
| Maximum | 62825648 |
| Zeros | 62903 |
| Zeros (%) | 20.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 105 |
| median | 520 |
| Q3 | 1032 |
| 95-th percentile | 1032 |
| Maximum | 62825648 |
| Range | 62825648 |
| Interquartile range (IQR) | 927 |
Descriptive statistics
| Standard deviation | 127656.7311 |
|---|---|
| Coefficient of variation (CV) | 73.71748541 |
| Kurtosis | 200756.1771 |
| Mean | 1731.702192 |
| Median Absolute Deviation (MAD) | 512 |
| Skewness | 432.7522283 |
| Sum | 538609601 |
| Variance | 1.629624098 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1032 | 108627 | |
| 0 | 62903 | |
| 520 | 48588 | |
| 105 | 19616 | 6.3% |
| 508 | 6265 | 2.0% |
| 2599 | 5000 | 1.6% |
| 30 | 2371 | 0.8% |
| 44 | 1169 | 0.4% |
| 54540 | 1061 | 0.3% |
| 45 | 976 | 0.3% |
| Other values (2494) | 54453 |
| Value | Count | Frequency (%) |
| 0 | 62903 | |
| 1 | 602 | 0.2% |
| 2 | 1 | < 0.1% |
| 5 | 14 | < 0.1% |
| 6 | 26 | < 0.1% |
| 7 | 44 | < 0.1% |
| 8 | 94 | < 0.1% |
| 9 | 57 | < 0.1% |
| 10 | 70 | < 0.1% |
| 11 | 10 | < 0.1% |
| Value | Count | Frequency (%) |
| 62825648 | 1 | < 0.1% |
| 31645608 | 1 | < 0.1% |
| 6291668 | 1 | < 0.1% |
| 3886954 | 1 | < 0.1% |
| 3131464 | 1 | < 0.1% |
| 2194619 | 1 | < 0.1% |
| 1262796 | 1 | < 0.1% |
| 501760 | 4 | |
| 294812 | 1 | < 0.1% |
| 286040 | 1 | < 0.1% |
| Distinct | 9202 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 747.9936855 |
| Minimum | 0 |
|---|---|
| Maximum | 5203179 |
| Zeros | 235821 |
| Zeros (%) | 75.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2698 |
| Maximum | 5203179 |
| Range | 5203179 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 16120.17952 |
|---|---|
| Coefficient of variation (CV) | 21.55122407 |
| Kurtosis | 46092.23264 |
| Mean | 747.9936855 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 185.3375224 |
| Sum | 232647728 |
| Variance | 259860187.7 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 235821 | |
| 146 | 8558 | 2.8% |
| 147 | 5557 | 1.8% |
| 293 | 4988 | 1.6% |
| 93 | 3600 | 1.2% |
| 105 | 1240 | 0.4% |
| 44 | 1065 | 0.3% |
| 8314 | 1053 | 0.3% |
| 42 | 675 | 0.2% |
| 174 | 591 | 0.2% |
| Other values (9192) | 47881 | 15.4% |
| Value | Count | Frequency (%) |
| 0 | 235821 | |
| 1 | 478 | 0.2% |
| 3 | 6 | < 0.1% |
| 4 | 36 | < 0.1% |
| 6 | 2 | < 0.1% |
| 7 | 1 | < 0.1% |
| 12 | 12 | < 0.1% |
| 15 | 221 | 0.1% |
| 16 | 1 | < 0.1% |
| 17 | 15 | < 0.1% |
| Value | Count | Frequency (%) |
| 5203179 | 1 | |
| 3034929 | 1 | |
| 2881112 | 1 | |
| 2099247 | 1 | |
| 1888525 | 1 | |
| 1868080 | 1 | |
| 1833394 | 1 | |
| 1628489 | 1 | |
| 1612666 | 1 | |
| 1345927 | 1 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.2 MiB |
| 0 | |
|---|---|
| 1 | 9 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 311020 | |
| 1 | 9 | < 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 311020 | |
| 1 | 9 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.2 MiB |
| 0 | |
|---|---|
| 1 | 102 |
| 3 | 45 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 310882 | |
| 1 | 102 | < 0.1% |
| 3 | 45 | < 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 310882 | |
| 1 | 102 | < 0.1% |
| 3 | 45 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.2 MiB |
| 0 | |
|---|---|
| 1 | 5 |
| 2 | 4 |
| 3 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 311019 | |
| 1 | 5 | < 0.1% |
| 2 | 4 | < 0.1% |
| 3 | 1 | < 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 311019 | |
| 1 | 5 | < 0.1% |
| 2 | 4 | < 0.1% |
| 3 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
hot
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONSKEWEDZEROS| Distinct | 18 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01467708799 |
| Minimum | 0 |
|---|---|
| Maximum | 101 |
| Zeros | 309127 |
| Zeros (%) | 99.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 101 |
| Range | 101 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3120684661 |
|---|---|
| Coefficient of variation (CV) | 21.26228761 |
| Kurtosis | 37056.94357 |
| Mean | 0.01467708799 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 136.2931811 |
| Sum | 4565 |
| Variance | 0.09738672754 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 309127 | |
| 2 | 1633 | 0.5% |
| 1 | 124 | < 0.1% |
| 4 | 54 | < 0.1% |
| 5 | 24 | < 0.1% |
| 6 | 14 | < 0.1% |
| 3 | 12 | < 0.1% |
| 7 | 12 | < 0.1% |
| 18 | 7 | < 0.1% |
| 19 | 6 | < 0.1% |
| Other values (8) | 16 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 309127 | |
| 1 | 124 | < 0.1% |
| 2 | 1633 | 0.5% |
| 3 | 12 | < 0.1% |
| 4 | 54 | < 0.1% |
| 5 | 24 | < 0.1% |
| 6 | 14 | < 0.1% |
| 7 | 12 | < 0.1% |
| 10 | 2 | < 0.1% |
| 11 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 101 | 1 | < 0.1% |
| 30 | 2 | < 0.1% |
| 24 | 3 | |
| 22 | 4 | |
| 19 | 6 | |
| 18 | 7 | |
| 15 | 1 | < 0.1% |
| 14 | 2 | < 0.1% |
| 11 | 1 | < 0.1% |
| 10 | 2 | < 0.1% |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.2 MiB |
| 0 | |
|---|---|
| 1 | 716 |
| 3 | 3 |
| 4 | 2 |
| 2 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 310307 | |
| 1 | 716 | 0.2% |
| 3 | 3 | < 0.1% |
| 4 | 2 | < 0.1% |
| 2 | 1 | < 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 310307 | |
| 1 | 716 | 0.2% |
| 3 | 3 | < 0.1% |
| 4 | 2 | < 0.1% |
| 2 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
logged_in
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.2 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 257384 | |
| 1 | 53645 | 17.2% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 257384 | |
| 1 | 53645 | 17.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
num_compromised
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONSKEWEDZEROS| Distinct | 24 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01124332458 |
| Minimum | 0 |
|---|---|
| Maximum | 796 |
| Zeros | 309911 |
| Zeros (%) | 99.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 796 |
| Range | 796 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.958324881 |
|---|---|
| Coefficient of variation (CV) | 174.1766741 |
| Kurtosis | 122995.6495 |
| Mean | 0.01124332458 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 339.3717648 |
| Sum | 3497 |
| Variance | 3.835036338 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 309911 | |
| 1 | 1063 | 0.3% |
| 2 | 13 | < 0.1% |
| 3 | 7 | < 0.1% |
| 4 | 5 | < 0.1% |
| 8 | 4 | < 0.1% |
| 7 | 3 | < 0.1% |
| 6 | 3 | < 0.1% |
| 5 | 3 | < 0.1% |
| 49 | 2 | < 0.1% |
| Other values (14) | 15 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 309911 | |
| 1 | 1063 | 0.3% |
| 2 | 13 | < 0.1% |
| 3 | 7 | < 0.1% |
| 4 | 5 | < 0.1% |
| 5 | 3 | < 0.1% |
| 6 | 3 | < 0.1% |
| 7 | 3 | < 0.1% |
| 8 | 4 | < 0.1% |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 796 | 1 | |
| 611 | 1 | |
| 381 | 1 | |
| 165 | 1 | |
| 57 | 1 | |
| 49 | 2 | |
| 36 | 1 | |
| 25 | 1 | |
| 23 | 1 | |
| 16 | 1 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.2 MiB |
| 0 | |
|---|---|
| 1 | 62 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 310967 | |
| 1 | 62 | < 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 310967 | |
| 1 | 62 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.2 MiB |
| 0 | |
|---|---|
| 1 | 3 |
| 2 | 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 311024 | |
| 1 | 3 | < 0.1% |
| 2 | 2 | < 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 311024 | |
| 1 | 3 | < 0.1% |
| 2 | 2 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
num_root
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONSKEWEDZEROS| Distinct | 21 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.008359349128 |
| Minimum | 0 |
|---|---|
| Maximum | 878 |
| Zeros | 310972 |
| Zeros (%) | > 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 878 |
| Range | 878 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.165196054 |
|---|---|
| Coefficient of variation (CV) | 259.0149091 |
| Kurtosis | 122929.3633 |
| Mean | 0.008359349128 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 338.8591352 |
| Sum | 2600 |
| Variance | 4.688073954 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 310972 | |
| 1 | 21 | < 0.1% |
| 3 | 7 | < 0.1% |
| 4 | 6 | < 0.1% |
| 2 | 5 | < 0.1% |
| 8 | 2 | < 0.1% |
| 7 | 2 | < 0.1% |
| 23 | 1 | < 0.1% |
| 684 | 1 | < 0.1% |
| 401 | 1 | < 0.1% |
| Other values (11) | 11 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 310972 | |
| 1 | 21 | < 0.1% |
| 2 | 5 | < 0.1% |
| 3 | 7 | < 0.1% |
| 4 | 6 | < 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 2 | < 0.1% |
| 8 | 2 | < 0.1% |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 878 | 1 | |
| 684 | 1 | |
| 401 | 1 | |
| 173 | 1 | |
| 145 | 1 | |
| 51 | 1 | |
| 45 | 1 | |
| 31 | 1 | |
| 26 | 1 | |
| 23 | 1 |
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0009581100155 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 310944 |
| Zeros (%) | > 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1931185118 |
|---|---|
| Coefficient of variation (CV) | 201.5619382 |
| Kurtosis | 233151.1115 |
| Mean | 0.0009581100155 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 460.8670439 |
| Sum | 298 |
| Variance | 0.03729475958 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 310944 | |
| 1 | 51 | < 0.1% |
| 2 | 15 | < 0.1% |
| 4 | 6 | < 0.1% |
| 3 | 5 | < 0.1% |
| 5 | 2 | < 0.1% |
| 30 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 100 | 1 | < 0.1% |
| Other values (2) | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 310944 | |
| 1 | 51 | < 0.1% |
| 2 | 15 | < 0.1% |
| 3 | 5 | < 0.1% |
| 4 | 6 | < 0.1% |
| 5 | 2 | < 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 1 | < 0.1% |
| 30 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 5 | 2 | < 0.1% |
| 4 | 6 | < 0.1% |
| 3 | 5 | < 0.1% |
| 2 | 15 |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.2 MiB |
| 0 | |
|---|---|
| 1 | 15 |
| 2 | 3 |
| 5 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 311010 | |
| 1 | 15 | < 0.1% |
| 2 | 3 | < 0.1% |
| 5 | 1 | < 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 311010 | |
| 1 | 15 | < 0.1% |
| 2 | 3 | < 0.1% |
| 5 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.2 MiB |
| 0 | |
|---|---|
| 1 | 221 |
| 2 | 6 |
| 4 | 1 |
| 3 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 310800 | |
| 1 | 221 | 0.1% |
| 2 | 6 | < 0.1% |
| 4 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 310800 | |
| 1 | 221 | 0.1% |
| 2 | 6 | < 0.1% |
| 4 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.2 MiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 311029 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 311029 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.2 MiB |
| 0 | |
|---|---|
| 1 | 12 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 311017 | |
| 1 | 12 | < 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 311017 | |
| 1 | 12 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.2 MiB |
| 0 | |
|---|---|
| 1 | 754 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 310275 | |
| 1 | 754 | 0.2% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 310275 | |
| 1 | 754 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 502 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 269.2470188 |
| Minimum | 0 |
|---|---|
| Maximum | 511 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 17 |
| median | 212 |
| Q3 | 511 |
| 95-th percentile | 511 |
| Maximum | 511 |
| Range | 511 |
| Interquartile range (IQR) | 494 |
Descriptive statistics
| Standard deviation | 219.8344117 |
|---|---|
| Coefficient of variation (CV) | 0.8164785362 |
| Kurtosis | -1.76974478 |
| Mean | 269.2470188 |
| Median Absolute Deviation (MAD) | 211 |
| Skewness | 0.03577259576 |
| Sum | 83743631 |
| Variance | 48327.16859 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 511 | 102396 | |
| 1 | 29935 | 9.6% |
| 510 | 19852 | 6.4% |
| 2 | 14481 | 4.7% |
| 3 | 8309 | 2.7% |
| 509 | 7814 | 2.5% |
| 4 | 5132 | 1.7% |
| 5 | 2854 | 0.9% |
| 6 | 2204 | 0.7% |
| 7 | 2097 | 0.7% |
| Other values (492) | 115955 |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 29935 | |
| 2 | 14481 | |
| 3 | 8309 | 2.7% |
| 4 | 5132 | 1.7% |
| 5 | 2854 | 0.9% |
| 6 | 2204 | 0.7% |
| 7 | 2097 | 0.7% |
| 8 | 1886 | 0.6% |
| 9 | 1741 | 0.6% |
| Value | Count | Frequency (%) |
| 511 | 102396 | |
| 510 | 19852 | 6.4% |
| 509 | 7814 | 2.5% |
| 508 | 1839 | 0.6% |
| 507 | 380 | 0.1% |
| 506 | 118 | < 0.1% |
| 505 | 27 | < 0.1% |
| 504 | 61 | < 0.1% |
| 503 | 30 | < 0.1% |
| 502 | 4 | < 0.1% |
| Distinct | 471 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 235.5800392 |
| Minimum | 0 |
|---|---|
| Maximum | 511 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 7 |
| median | 126 |
| Q3 | 511 |
| 95-th percentile | 511 |
| Maximum | 511 |
| Range | 511 |
| Interquartile range (IQR) | 504 |
Descriptive statistics
| Standard deviation | 239.3080275 |
|---|---|
| Coefficient of variation (CV) | 1.015824721 |
| Kurtosis | -1.874901796 |
| Mean | 235.5800392 |
| Median Absolute Deviation (MAD) | 125 |
| Skewness | 0.2345783049 |
| Sum | 73272224 |
| Variance | 57268.33204 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 511 | 101997 | |
| 1 | 30852 | 9.9% |
| 510 | 19750 | 6.3% |
| 2 | 17243 | 5.5% |
| 3 | 11162 | 3.6% |
| 509 | 7632 | 2.5% |
| 4 | 7502 | 2.4% |
| 5 | 5488 | 1.8% |
| 6 | 5319 | 1.7% |
| 7 | 5201 | 1.7% |
| Other values (461) | 98883 |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 30852 | |
| 2 | 17243 | |
| 3 | 11162 | 3.6% |
| 4 | 7502 | 2.4% |
| 5 | 5488 | 1.8% |
| 6 | 5319 | 1.7% |
| 7 | 5201 | 1.7% |
| 8 | 5077 | 1.6% |
| 9 | 4539 | 1.5% |
| Value | Count | Frequency (%) |
| 511 | 101997 | |
| 510 | 19750 | 6.3% |
| 509 | 7632 | 2.5% |
| 508 | 1752 | 0.6% |
| 507 | 278 | 0.1% |
| 506 | 115 | < 0.1% |
| 505 | 16 | < 0.1% |
| 504 | 58 | < 0.1% |
| 503 | 20 | < 0.1% |
| 502 | 2 | < 0.1% |
serror_rate
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 94 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.05921528218 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 289894 |
| Zeros (%) | 93.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2338732464 |
|---|---|
| Coefficient of variation (CV) | 3.949542041 |
| Kurtosis | 12.08968864 |
| Mean | 0.05921528218 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.747182579 |
| Sum | 18417.67 |
| Variance | 0.05469669539 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 289894 | |
| 1 | 17741 | 5.7% |
| 0.05 | 368 | 0.1% |
| 0.04 | 311 | 0.1% |
| 0.01 | 231 | 0.1% |
| 0.03 | 230 | 0.1% |
| 0.06 | 221 | 0.1% |
| 0.02 | 216 | 0.1% |
| 0.07 | 160 | 0.1% |
| 0.08 | 131 | < 0.1% |
| Other values (84) | 1526 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 289894 | |
| 0.01 | 231 | 0.1% |
| 0.02 | 216 | 0.1% |
| 0.03 | 230 | 0.1% |
| 0.04 | 311 | 0.1% |
| 0.05 | 368 | 0.1% |
| 0.06 | 221 | 0.1% |
| 0.07 | 160 | 0.1% |
| 0.08 | 131 | < 0.1% |
| 0.09 | 131 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 17741 | |
| 0.92 | 2 | < 0.1% |
| 0.91 | 6 | < 0.1% |
| 0.9 | 9 | < 0.1% |
| 0.89 | 12 | < 0.1% |
| 0.88 | 14 | < 0.1% |
| 0.87 | 14 | < 0.1% |
| 0.86 | 20 | < 0.1% |
| 0.85 | 29 | < 0.1% |
| 0.84 | 17 | < 0.1% |
srv_serror_rate
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 93 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.05919322636 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 291623 |
| Zeros (%) | 93.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2348175974 |
|---|---|
| Coefficient of variation (CV) | 3.966967368 |
| Kurtosis | 12.01655228 |
| Mean | 0.05919322636 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.739833612 |
| Sum | 18410.81 |
| Variance | 0.05513930404 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 291623 | |
| 1 | 17984 | 5.8% |
| 0.03 | 116 | < 0.1% |
| 0.02 | 80 | < 0.1% |
| 0.06 | 70 | < 0.1% |
| 0.04 | 69 | < 0.1% |
| 0.05 | 57 | < 0.1% |
| 0.33 | 56 | < 0.1% |
| 0.5 | 49 | < 0.1% |
| 0.25 | 47 | < 0.1% |
| Other values (83) | 878 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 291623 | |
| 0.01 | 27 | < 0.1% |
| 0.02 | 80 | < 0.1% |
| 0.03 | 116 | < 0.1% |
| 0.04 | 69 | < 0.1% |
| 0.05 | 57 | < 0.1% |
| 0.06 | 70 | < 0.1% |
| 0.07 | 43 | < 0.1% |
| 0.08 | 45 | < 0.1% |
| 0.09 | 28 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 17984 | |
| 0.95 | 7 | < 0.1% |
| 0.94 | 13 | < 0.1% |
| 0.93 | 5 | < 0.1% |
| 0.92 | 13 | < 0.1% |
| 0.91 | 6 | < 0.1% |
| 0.9 | 9 | < 0.1% |
| 0.89 | 9 | < 0.1% |
| 0.88 | 12 | < 0.1% |
| 0.87 | 8 | < 0.1% |
rerror_rate
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 94 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1425852573 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 265596 |
| Zeros (%) | 85.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3475638316 |
|---|---|
| Coefficient of variation (CV) | 2.437586032 |
| Kurtosis | 2.18529726 |
| Mean | 0.1425852573 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.041785469 |
| Sum | 44348.15 |
| Variance | 0.1208006171 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 265596 | |
| 1 | 41490 | 13.3% |
| 0.95 | 362 | 0.1% |
| 0.96 | 274 | 0.1% |
| 0.25 | 240 | 0.1% |
| 0.33 | 226 | 0.1% |
| 0.98 | 221 | 0.1% |
| 0.97 | 221 | 0.1% |
| 0.99 | 205 | 0.1% |
| 0.94 | 181 | 0.1% |
| Other values (84) | 2013 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 265596 | |
| 0.08 | 2 | < 0.1% |
| 0.09 | 6 | < 0.1% |
| 0.1 | 11 | < 0.1% |
| 0.11 | 16 | < 0.1% |
| 0.12 | 16 | < 0.1% |
| 0.13 | 13 | < 0.1% |
| 0.14 | 20 | < 0.1% |
| 0.15 | 28 | < 0.1% |
| 0.16 | 17 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 41490 | |
| 0.99 | 205 | 0.1% |
| 0.98 | 221 | 0.1% |
| 0.97 | 221 | 0.1% |
| 0.96 | 274 | 0.1% |
| 0.95 | 362 | 0.1% |
| 0.94 | 181 | 0.1% |
| 0.93 | 164 | 0.1% |
| 0.92 | 132 | < 0.1% |
| 0.91 | 134 | < 0.1% |
srv_rerror_rate
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 97 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1422476361 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 266116 |
| Zeros (%) | 85.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3482328548 |
|---|---|
| Coefficient of variation (CV) | 2.448074811 |
| Kurtosis | 2.205781393 |
| Mean | 0.1422476361 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.048369702 |
| Sum | 44243.14 |
| Variance | 0.1212661211 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 266116 | |
| 1 | 43449 | 14.0% |
| 0.5 | 139 | < 0.1% |
| 0.33 | 86 | < 0.1% |
| 0.97 | 77 | < 0.1% |
| 0.67 | 75 | < 0.1% |
| 0.25 | 53 | < 0.1% |
| 0.98 | 50 | < 0.1% |
| 0.2 | 41 | < 0.1% |
| 0.75 | 39 | < 0.1% |
| Other values (87) | 904 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 266116 | |
| 0.02 | 5 | < 0.1% |
| 0.03 | 8 | < 0.1% |
| 0.04 | 9 | < 0.1% |
| 0.05 | 12 | < 0.1% |
| 0.06 | 16 | < 0.1% |
| 0.07 | 15 | < 0.1% |
| 0.08 | 20 | < 0.1% |
| 0.09 | 9 | < 0.1% |
| 0.1 | 17 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 43449 | |
| 0.98 | 50 | < 0.1% |
| 0.97 | 77 | < 0.1% |
| 0.96 | 21 | < 0.1% |
| 0.95 | 22 | < 0.1% |
| 0.94 | 37 | < 0.1% |
| 0.93 | 18 | < 0.1% |
| 0.92 | 17 | < 0.1% |
| 0.91 | 13 | < 0.1% |
| 0.9 | 20 | < 0.1% |
| Distinct | 79 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8156535243 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 2902 |
| Zeros (%) | 0.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.03 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3716048413 |
|---|---|
| Coefficient of variation (CV) | 0.4555915352 |
| Kurtosis | 0.3870813182 |
| Mean | 0.8156535243 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.536177436 |
| Sum | 253691.9 |
| Variance | 0.1380901581 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 248870 | |
| 0.06 | 6037 | 1.9% |
| 0.05 | 5723 | 1.8% |
| 0.07 | 5435 | 1.7% |
| 0.03 | 5410 | 1.7% |
| 0.04 | 5282 | 1.7% |
| 0.01 | 5123 | 1.6% |
| 0.02 | 5099 | 1.6% |
| 0.08 | 3383 | 1.1% |
| 0 | 2902 | 0.9% |
| Other values (69) | 17765 | 5.7% |
| Value | Count | Frequency (%) |
| 0 | 2902 | |
| 0.01 | 5123 | |
| 0.02 | 5099 | |
| 0.03 | 5410 | |
| 0.04 | 5282 | |
| 0.05 | 5723 | |
| 0.06 | 6037 | |
| 0.07 | 5435 | |
| 0.08 | 3383 | |
| 0.09 | 2654 |
| Value | Count | Frequency (%) |
| 1 | 248870 | |
| 0.99 | 96 | < 0.1% |
| 0.98 | 14 | < 0.1% |
| 0.97 | 5 | < 0.1% |
| 0.96 | 3 | < 0.1% |
| 0.95 | 3 | < 0.1% |
| 0.94 | 3 | < 0.1% |
| 0.93 | 4 | < 0.1% |
| 0.92 | 8 | < 0.1% |
| 0.91 | 2 | < 0.1% |
diff_srv_rate
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 100 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.02444656286 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 248855 |
| Zeros (%) | 80.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.07 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1070606722 |
|---|---|
| Coefficient of variation (CV) | 4.379375245 |
| Kurtosis | 68.5477176 |
| Mean | 0.02444656286 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.080886973 |
| Sum | 7603.59 |
| Variance | 0.01146198754 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 248855 | |
| 0.06 | 29995 | 9.6% |
| 0.07 | 17898 | 5.8% |
| 0.08 | 3211 | 1.0% |
| 0.05 | 3196 | 1.0% |
| 1 | 2906 | 0.9% |
| 0.09 | 1829 | 0.6% |
| 0.1 | 681 | 0.2% |
| 0.67 | 357 | 0.1% |
| 0.5 | 264 | 0.1% |
| Other values (90) | 1837 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 248855 | |
| 0.01 | 59 | < 0.1% |
| 0.02 | 44 | < 0.1% |
| 0.03 | 16 | < 0.1% |
| 0.04 | 6 | < 0.1% |
| 0.05 | 3196 | 1.0% |
| 0.06 | 29995 | 9.6% |
| 0.07 | 17898 | 5.8% |
| 0.08 | 3211 | 1.0% |
| 0.09 | 1829 | 0.6% |
| Value | Count | Frequency (%) |
| 1 | 2906 | |
| 0.99 | 5 | < 0.1% |
| 0.98 | 35 | < 0.1% |
| 0.97 | 62 | < 0.1% |
| 0.96 | 33 | < 0.1% |
| 0.95 | 3 | < 0.1% |
| 0.94 | 6 | < 0.1% |
| 0.93 | 4 | < 0.1% |
| 0.92 | 3 | < 0.1% |
| 0.91 | 5 | < 0.1% |
| Distinct | 87 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.02534905105 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 288817 |
| Zeros (%) | 92.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.13 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1252313346 |
|---|---|
| Coefficient of variation (CV) | 4.940277028 |
| Kurtosis | 42.12247471 |
| Mean | 0.02534905105 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.294879543 |
| Sum | 7884.29 |
| Variance | 0.01568288717 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 288817 | |
| 1 | 3330 | 1.1% |
| 0.12 | 1093 | 0.4% |
| 0.67 | 1073 | 0.3% |
| 0.5 | 992 | 0.3% |
| 0.33 | 880 | 0.3% |
| 0.1 | 844 | 0.3% |
| 0.11 | 839 | 0.3% |
| 0.25 | 798 | 0.3% |
| 0.17 | 733 | 0.2% |
| Other values (77) | 11630 | 3.7% |
| Value | Count | Frequency (%) |
| 0 | 288817 | |
| 0.01 | 306 | 0.1% |
| 0.02 | 151 | < 0.1% |
| 0.03 | 84 | < 0.1% |
| 0.04 | 152 | < 0.1% |
| 0.05 | 336 | 0.1% |
| 0.06 | 470 | 0.2% |
| 0.07 | 622 | 0.2% |
| 0.08 | 675 | 0.2% |
| 0.09 | 693 | 0.2% |
| Value | Count | Frequency (%) |
| 1 | 3330 | |
| 0.96 | 4 | < 0.1% |
| 0.95 | 7 | < 0.1% |
| 0.94 | 6 | < 0.1% |
| 0.93 | 3 | < 0.1% |
| 0.92 | 9 | < 0.1% |
| 0.91 | 10 | < 0.1% |
| 0.9 | 4 | < 0.1% |
| 0.89 | 12 | < 0.1% |
| 0.88 | 9 | < 0.1% |
dst_host_count
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 256 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 235.282681 |
| Minimum | 0 |
|---|---|
| Maximum | 255 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 42 |
| Q1 | 255 |
| median | 255 |
| Q3 | 255 |
| 95-th percentile | 255 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 60.9132982 |
|---|---|
| Coefficient of variation (CV) | 0.258894101 |
| Kurtosis | 7.309341114 |
| Mean | 235.282681 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -2.978740705 |
| Sum | 73179737 |
| Variance | 3710.429897 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 255 | 277190 | |
| 1 | 1293 | 0.4% |
| 2 | 865 | 0.3% |
| 3 | 737 | 0.2% |
| 4 | 716 | 0.2% |
| 5 | 597 | 0.2% |
| 6 | 548 | 0.2% |
| 8 | 520 | 0.2% |
| 7 | 483 | 0.2% |
| 9 | 458 | 0.1% |
| Other values (246) | 27622 | 8.9% |
| Value | Count | Frequency (%) |
| 0 | 2 | < 0.1% |
| 1 | 1293 | |
| 2 | 865 | |
| 3 | 737 | |
| 4 | 716 | |
| 5 | 597 | |
| 6 | 548 | |
| 7 | 483 | 0.2% |
| 8 | 520 | |
| 9 | 458 | 0.1% |
| Value | Count | Frequency (%) |
| 255 | 277190 | |
| 254 | 36 | < 0.1% |
| 253 | 39 | < 0.1% |
| 252 | 47 | < 0.1% |
| 251 | 34 | < 0.1% |
| 250 | 47 | < 0.1% |
| 249 | 44 | < 0.1% |
| 248 | 44 | < 0.1% |
| 247 | 41 | < 0.1% |
| 246 | 33 | < 0.1% |
dst_host_srv_count
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 256 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 199.1939144 |
| Minimum | 0 |
|---|---|
| Maximum | 255 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 244 |
| median | 255 |
| Q3 | 255 |
| 95-th percentile | 255 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 100.3064705 |
|---|---|
| Coefficient of variation (CV) | 0.5035619225 |
| Kurtosis | -0.2334436373 |
| Mean | 199.1939144 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.309420777 |
| Sum | 61955084 |
| Variance | 10061.38802 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 255 | 202427 | |
| 254 | 13552 | 4.4% |
| 253 | 6746 | 2.2% |
| 1 | 6068 | 2.0% |
| 3 | 3373 | 1.1% |
| 8 | 3360 | 1.1% |
| 2 | 3337 | 1.1% |
| 6 | 3261 | 1.0% |
| 7 | 3260 | 1.0% |
| 18 | 3252 | 1.0% |
| Other values (246) | 62393 | 20.1% |
| Value | Count | Frequency (%) |
| 0 | 2 | < 0.1% |
| 1 | 6068 | |
| 2 | 3337 | |
| 3 | 3373 | |
| 4 | 3175 | |
| 5 | 2899 | |
| 6 | 3261 | |
| 7 | 3260 | |
| 8 | 3360 | |
| 9 | 2886 |
| Value | Count | Frequency (%) |
| 255 | 202427 | |
| 254 | 13552 | 4.4% |
| 253 | 6746 | 2.2% |
| 252 | 2021 | 0.6% |
| 251 | 1123 | 0.4% |
| 250 | 479 | 0.2% |
| 249 | 588 | 0.2% |
| 248 | 449 | 0.1% |
| 247 | 1747 | 0.6% |
| 246 | 2908 | 0.9% |
dst_host_same_srv_rate
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 101 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7934942079 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 5710 |
| Zeros (%) | 1.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.02 |
| Q1 | 0.97 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.03 |
Descriptive statistics
| Standard deviation | 0.387089986 |
|---|---|
| Coefficient of variation (CV) | 0.4878296302 |
| Kurtosis | 0.008421274347 |
| Mean | 0.7934942079 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.401265041 |
| Sum | 246799.71 |
| Variance | 0.1498386573 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 222831 | |
| 0.02 | 8973 | 2.9% |
| 0.07 | 8754 | 2.8% |
| 0.04 | 8515 | 2.7% |
| 0.99 | 8470 | 2.7% |
| 0.05 | 8346 | 2.7% |
| 0.01 | 6472 | 2.1% |
| 0.03 | 6442 | 2.1% |
| 0 | 5710 | 1.8% |
| 0.06 | 5495 | 1.8% |
| Other values (91) | 21021 | 6.8% |
| Value | Count | Frequency (%) |
| 0 | 5710 | |
| 0.01 | 6472 | |
| 0.02 | 8973 | |
| 0.03 | 6442 | |
| 0.04 | 8515 | |
| 0.05 | 8346 | |
| 0.06 | 5495 | |
| 0.07 | 8754 | |
| 0.08 | 3209 | 1.0% |
| 0.09 | 114 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 222831 | |
| 0.99 | 8470 | 2.7% |
| 0.98 | 1516 | 0.5% |
| 0.97 | 1911 | 0.6% |
| 0.96 | 4180 | 1.3% |
| 0.95 | 363 | 0.1% |
| 0.94 | 180 | 0.1% |
| 0.93 | 254 | 0.1% |
| 0.92 | 150 | < 0.1% |
| 0.91 | 191 | 0.1% |
dst_host_diff_srv_rate
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 101 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.024952625 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 209496 |
| Zeros (%) | 67.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.01 |
| 95-th percentile | 0.07 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.01 |
Descriptive statistics
| Standard deviation | 0.09600330516 |
|---|---|
| Coefficient of variation (CV) | 3.847423074 |
| Kurtosis | 80.62099477 |
| Mean | 0.024952625 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.631956643 |
| Sum | 7760.99 |
| Variance | 0.009216634602 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 209496 | |
| 0.06 | 27288 | 8.8% |
| 0.01 | 25421 | 8.2% |
| 0.07 | 15396 | 5.0% |
| 0.05 | 9623 | 3.1% |
| 0.04 | 5847 | 1.9% |
| 0.02 | 3545 | 1.1% |
| 0.08 | 3333 | 1.1% |
| 0.09 | 2640 | 0.8% |
| 0.03 | 2064 | 0.7% |
| Other values (91) | 6376 | 2.0% |
| Value | Count | Frequency (%) |
| 0 | 209496 | |
| 0.01 | 25421 | 8.2% |
| 0.02 | 3545 | 1.1% |
| 0.03 | 2064 | 0.7% |
| 0.04 | 5847 | 1.9% |
| 0.05 | 9623 | 3.1% |
| 0.06 | 27288 | 8.8% |
| 0.07 | 15396 | 5.0% |
| 0.08 | 3333 | 1.1% |
| 0.09 | 2640 | 0.8% |
| Value | Count | Frequency (%) |
| 1 | 1811 | |
| 0.99 | 67 | < 0.1% |
| 0.98 | 55 | < 0.1% |
| 0.97 | 20 | < 0.1% |
| 0.96 | 41 | < 0.1% |
| 0.95 | 54 | < 0.1% |
| 0.94 | 78 | < 0.1% |
| 0.93 | 72 | < 0.1% |
| 0.92 | 55 | < 0.1% |
| 0.91 | 33 | < 0.1% |
dst_host_same_src_port_rate
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 101 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5479185864 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 107423 |
| Zeros (%) | 34.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.491962772 |
|---|---|
| Coefficient of variation (CV) | 0.8978756776 |
| Kurtosis | -1.955744256 |
| Mean | 0.5479185864 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.1802871667 |
| Sum | 170418.57 |
| Variance | 0.242027369 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 167127 | |
| 0 | 107423 | |
| 0.01 | 16624 | 5.3% |
| 0.02 | 4313 | 1.4% |
| 0.03 | 2610 | 0.8% |
| 0.04 | 1618 | 0.5% |
| 0.05 | 1247 | 0.4% |
| 0.06 | 1007 | 0.3% |
| 0.08 | 724 | 0.2% |
| 0.07 | 714 | 0.2% |
| Other values (91) | 7622 | 2.5% |
| Value | Count | Frequency (%) |
| 0 | 107423 | |
| 0.01 | 16624 | 5.3% |
| 0.02 | 4313 | 1.4% |
| 0.03 | 2610 | 0.8% |
| 0.04 | 1618 | 0.5% |
| 0.05 | 1247 | 0.4% |
| 0.06 | 1007 | 0.3% |
| 0.07 | 714 | 0.2% |
| 0.08 | 724 | 0.2% |
| 0.09 | 457 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 167127 | |
| 0.99 | 150 | < 0.1% |
| 0.98 | 36 | < 0.1% |
| 0.97 | 51 | < 0.1% |
| 0.96 | 37 | < 0.1% |
| 0.95 | 51 | < 0.1% |
| 0.94 | 56 | < 0.1% |
| 0.93 | 75 | < 0.1% |
| 0.92 | 28 | < 0.1% |
| 0.91 | 30 | < 0.1% |
dst_host_srv_diff_host_rate
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONSKEWEDZEROS| Distinct | 58 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.004566230159 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 281535 |
| Zeros (%) | 90.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.03 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.03577328444 |
|---|---|
| Coefficient of variation (CV) | 7.834314784 |
| Kurtosis | 552.8429196 |
| Mean | 0.004566230159 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 21.57807214 |
| Sum | 1420.23 |
| Variance | 0.00127972788 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 281535 | |
| 0.02 | 7504 | 2.4% |
| 0.01 | 5961 | 1.9% |
| 0.04 | 4624 | 1.5% |
| 0.03 | 4484 | 1.4% |
| 0.05 | 2783 | 0.9% |
| 0.06 | 1327 | 0.4% |
| 0.07 | 806 | 0.3% |
| 0.08 | 293 | 0.1% |
| 1 | 266 | 0.1% |
| Other values (48) | 1446 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 281535 | |
| 0.01 | 5961 | 1.9% |
| 0.02 | 7504 | 2.4% |
| 0.03 | 4484 | 1.4% |
| 0.04 | 4624 | 1.5% |
| 0.05 | 2783 | 0.9% |
| 0.06 | 1327 | 0.4% |
| 0.07 | 806 | 0.3% |
| 0.08 | 293 | 0.1% |
| 0.09 | 175 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 266 | |
| 0.8 | 1 | < 0.1% |
| 0.75 | 3 | < 0.1% |
| 0.67 | 37 | < 0.1% |
| 0.62 | 1 | < 0.1% |
| 0.6 | 6 | < 0.1% |
| 0.57 | 4 | < 0.1% |
| 0.56 | 4 | < 0.1% |
| 0.55 | 4 | < 0.1% |
| 0.54 | 3 | < 0.1% |
dst_host_serror_rate
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 100 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.05876419884 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 287112 |
| Zeros (%) | 92.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2312955193 |
|---|---|
| Coefficient of variation (CV) | 3.935993749 |
| Kurtosis | 12.32319989 |
| Mean | 0.05876419884 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.771039409 |
| Sum | 18277.37 |
| Variance | 0.05349761724 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 287112 | |
| 1 | 16921 | 5.4% |
| 0.01 | 2027 | 0.7% |
| 0.02 | 718 | 0.2% |
| 0.05 | 418 | 0.1% |
| 0.04 | 334 | 0.1% |
| 0.03 | 251 | 0.1% |
| 0.07 | 210 | 0.1% |
| 0.06 | 173 | 0.1% |
| 0.33 | 165 | 0.1% |
| Other values (90) | 2700 | 0.9% |
| Value | Count | Frequency (%) |
| 0 | 287112 | |
| 0.01 | 2027 | 0.7% |
| 0.02 | 718 | 0.2% |
| 0.03 | 251 | 0.1% |
| 0.04 | 334 | 0.1% |
| 0.05 | 418 | 0.1% |
| 0.06 | 173 | 0.1% |
| 0.07 | 210 | 0.1% |
| 0.08 | 72 | < 0.1% |
| 0.09 | 76 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 16921 | |
| 0.99 | 133 | < 0.1% |
| 0.98 | 37 | < 0.1% |
| 0.97 | 41 | < 0.1% |
| 0.96 | 41 | < 0.1% |
| 0.95 | 3 | < 0.1% |
| 0.94 | 2 | < 0.1% |
| 0.92 | 1 | < 0.1% |
| 0.91 | 8 | < 0.1% |
| 0.9 | 3 | < 0.1% |
dst_host_srv_serror_rate
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 101 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.05879117381 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 289809 |
| Zeros (%) | 93.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2329971147 |
|---|---|
| Coefficient of variation (CV) | 3.963130851 |
| Kurtosis | 12.15736563 |
| Mean | 0.05879117381 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.753758323 |
| Sum | 18285.76 |
| Variance | 0.05428765547 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 289809 | |
| 1 | 17444 | 5.6% |
| 0.01 | 1720 | 0.6% |
| 0.02 | 306 | 0.1% |
| 0.05 | 63 | < 0.1% |
| 0.03 | 60 | < 0.1% |
| 0.5 | 51 | < 0.1% |
| 0.06 | 48 | < 0.1% |
| 0.75 | 38 | < 0.1% |
| 0.8 | 35 | < 0.1% |
| Other values (91) | 1455 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 289809 | |
| 0.01 | 1720 | 0.6% |
| 0.02 | 306 | 0.1% |
| 0.03 | 60 | < 0.1% |
| 0.04 | 30 | < 0.1% |
| 0.05 | 63 | < 0.1% |
| 0.06 | 48 | < 0.1% |
| 0.07 | 27 | < 0.1% |
| 0.08 | 22 | < 0.1% |
| 0.09 | 10 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 17444 | |
| 0.99 | 2 | < 0.1% |
| 0.98 | 17 | < 0.1% |
| 0.97 | 6 | < 0.1% |
| 0.96 | 6 | < 0.1% |
| 0.95 | 10 | < 0.1% |
| 0.94 | 16 | < 0.1% |
| 0.93 | 8 | < 0.1% |
| 0.92 | 16 | < 0.1% |
| 0.91 | 8 | < 0.1% |
dst_host_rerror_rate
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 101 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1426588517 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 255123 |
| Zeros (%) | 82.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3443796896 |
|---|---|
| Coefficient of variation (CV) | 2.414008562 |
| Kurtosis | 2.241135488 |
| Mean | 0.1426588517 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.050741506 |
| Sum | 44371.04 |
| Variance | 0.1185973706 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 255123 | |
| 1 | 39909 | 12.8% |
| 0.03 | 3477 | 1.1% |
| 0.04 | 2244 | 0.7% |
| 0.01 | 1312 | 0.4% |
| 0.02 | 1211 | 0.4% |
| 0.05 | 422 | 0.1% |
| 0.99 | 392 | 0.1% |
| 0.95 | 362 | 0.1% |
| 0.07 | 346 | 0.1% |
| Other values (91) | 6231 | 2.0% |
| Value | Count | Frequency (%) |
| 0 | 255123 | |
| 0.01 | 1312 | 0.4% |
| 0.02 | 1211 | 0.4% |
| 0.03 | 3477 | 1.1% |
| 0.04 | 2244 | 0.7% |
| 0.05 | 422 | 0.1% |
| 0.06 | 331 | 0.1% |
| 0.07 | 346 | 0.1% |
| 0.08 | 98 | < 0.1% |
| 0.09 | 92 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 39909 | |
| 0.99 | 392 | 0.1% |
| 0.98 | 199 | 0.1% |
| 0.97 | 123 | < 0.1% |
| 0.96 | 299 | 0.1% |
| 0.95 | 362 | 0.1% |
| 0.94 | 160 | 0.1% |
| 0.93 | 238 | 0.1% |
| 0.92 | 60 | < 0.1% |
| 0.91 | 91 | < 0.1% |
dst_host_srv_rerror_rate
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 100 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1416933469 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 262774 |
| Zeros (%) | 84.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3465732718 |
|---|---|
| Coefficient of variation (CV) | 2.445938919 |
| Kurtosis | 2.255712699 |
| Mean | 0.1416933469 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.05870432 |
| Sum | 44070.74 |
| Variance | 0.1201130327 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 262774 | |
| 1 | 42913 | 13.8% |
| 0.02 | 847 | 0.3% |
| 0.01 | 790 | 0.3% |
| 0.03 | 378 | 0.1% |
| 0.05 | 360 | 0.1% |
| 0.04 | 341 | 0.1% |
| 0.07 | 246 | 0.1% |
| 0.06 | 238 | 0.1% |
| 0.98 | 91 | < 0.1% |
| Other values (90) | 2051 | 0.7% |
| Value | Count | Frequency (%) |
| 0 | 262774 | |
| 0.01 | 790 | 0.3% |
| 0.02 | 847 | 0.3% |
| 0.03 | 378 | 0.1% |
| 0.04 | 341 | 0.1% |
| 0.05 | 360 | 0.1% |
| 0.06 | 238 | 0.1% |
| 0.07 | 246 | 0.1% |
| 0.08 | 65 | < 0.1% |
| 0.09 | 42 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 42913 | |
| 0.98 | 91 | < 0.1% |
| 0.97 | 56 | < 0.1% |
| 0.96 | 13 | < 0.1% |
| 0.95 | 19 | < 0.1% |
| 0.94 | 23 | < 0.1% |
| 0.93 | 10 | < 0.1% |
| 0.92 | 9 | < 0.1% |
| 0.91 | 6 | < 0.1% |
| 0.9 | 12 | < 0.1% |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.0 MiB |
| DoS | |
|---|---|
| normal | |
| R2L | 13781 |
| Probe | 4166 |
| U2R | 2636 |
Length
| Max length | 6 |
|---|---|
| Median length | 3 |
| Mean length | 3.611232393 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | normal |
|---|---|
| 2nd row | normal |
| 3rd row | normal |
| 4th row | R2L |
| 5th row | R2L |
Common Values
| Value | Count | Frequency (%) |
| DoS | 229853 | |
| normal | 60593 | 19.5% |
| R2L | 13781 | 4.4% |
| Probe | 4166 | 1.3% |
| U2R | 2636 | 0.8% |
Length
Pie chart
| Value | Count | Frequency (%) |
| dos | 229853 | |
| normal | 60593 | 19.5% |
| r2l | 13781 | 4.4% |
| probe | 4166 | 1.3% |
| u2r | 2636 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| duration | protocol_type | service | flag | src_bytes | dst_bytes | land | wrong_fragment | urgent | hot | num_failed_logins | logged_in | num_compromised | root_shell | su_attempted | num_root | num_file_creations | num_shells | num_access_files | num_outbound_cmds | is_host_login | is_guest_login | count | srv_count | serror_rate | srv_serror_rate | rerror_rate | srv_rerror_rate | same_srv_rate | diff_srv_rate | srv_diff_host_rate | dst_host_count | dst_host_srv_count | dst_host_same_srv_rate | dst_host_diff_srv_rate | dst_host_same_src_port_rate | dst_host_srv_diff_host_rate | dst_host_serror_rate | dst_host_srv_serror_rate | dst_host_rerror_rate | dst_host_srv_rerror_rate | deu_ruim_ou_nao | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | udp | private | SF | 105 | 146 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 255 | 254 | 1.00 | 0.01 | 0.00 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | normal |
| 1 | 0 | udp | private | SF | 105 | 146 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 255 | 254 | 1.00 | 0.01 | 0.00 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | normal |
| 2 | 0 | udp | private | SF | 105 | 146 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 255 | 254 | 1.00 | 0.01 | 0.00 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | normal |
| 3 | 0 | udp | private | SF | 105 | 146 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 2 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 255 | 254 | 1.00 | 0.01 | 0.00 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | R2L |
| 4 | 0 | udp | private | SF | 105 | 146 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 2 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 255 | 254 | 1.00 | 0.01 | 0.01 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | R2L |
| 5 | 0 | udp | private | SF | 105 | 146 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 2 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 255 | 255 | 1.00 | 0.00 | 0.01 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | R2L |
| 6 | 0 | udp | domain_u | SF | 29 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.5 | 1.0 | 0.0 | 10 | 3 | 0.30 | 0.30 | 0.30 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | normal |
| 7 | 0 | udp | private | SF | 105 | 146 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 255 | 253 | 0.99 | 0.01 | 0.00 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | normal |
| 8 | 0 | udp | private | SF | 105 | 146 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 2 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 255 | 254 | 1.00 | 0.01 | 0.00 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | R2L |
| 9 | 0 | tcp | http | SF | 223 | 185 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | 4 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 71 | 255 | 1.00 | 0.00 | 0.01 | 0.01 | 0.0 | 0.0 | 0.0 | 0.0 | normal |
Last rows
| duration | protocol_type | service | flag | src_bytes | dst_bytes | land | wrong_fragment | urgent | hot | num_failed_logins | logged_in | num_compromised | root_shell | su_attempted | num_root | num_file_creations | num_shells | num_access_files | num_outbound_cmds | is_host_login | is_guest_login | count | srv_count | serror_rate | srv_serror_rate | rerror_rate | srv_rerror_rate | same_srv_rate | diff_srv_rate | srv_diff_host_rate | dst_host_count | dst_host_srv_count | dst_host_same_srv_rate | dst_host_diff_srv_rate | dst_host_same_src_port_rate | dst_host_srv_diff_host_rate | dst_host_serror_rate | dst_host_srv_serror_rate | dst_host_rerror_rate | dst_host_srv_rerror_rate | deu_ruim_ou_nao | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 311019 | 0 | udp | private | SF | 105 | 105 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 255 | 255 | 1.0 | 0.0 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | R2L |
| 311020 | 0 | udp | private | SF | 105 | 105 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 3 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 255 | 255 | 1.0 | 0.0 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | normal |
| 311021 | 0 | udp | private | SF | 105 | 105 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 255 | 255 | 1.0 | 0.0 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | R2L |
| 311022 | 0 | udp | private | SF | 105 | 105 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 3 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 255 | 255 | 1.0 | 0.0 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | normal |
| 311023 | 0 | udp | private | SF | 105 | 105 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 255 | 255 | 1.0 | 0.0 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | R2L |
| 311024 | 0 | udp | private | SF | 105 | 147 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 2 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 255 | 255 | 1.0 | 0.0 | 0.01 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | normal |
| 311025 | 0 | udp | private | SF | 105 | 147 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | 4 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 255 | 255 | 1.0 | 0.0 | 0.01 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | normal |
| 311026 | 0 | udp | private | SF | 105 | 147 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 2 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 255 | 255 | 1.0 | 0.0 | 0.01 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | normal |
| 311027 | 0 | udp | private | SF | 105 | 147 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | 4 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 255 | 255 | 1.0 | 0.0 | 0.01 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | normal |
| 311028 | 0 | udp | private | SF | 105 | 147 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 2 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 255 | 255 | 1.0 | 0.0 | 0.01 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | normal |
Most frequently occurring
| duration | protocol_type | service | flag | src_bytes | dst_bytes | land | wrong_fragment | urgent | hot | num_failed_logins | logged_in | num_compromised | root_shell | su_attempted | num_root | num_file_creations | num_shells | num_access_files | num_outbound_cmds | is_host_login | is_guest_login | count | srv_count | serror_rate | srv_serror_rate | rerror_rate | srv_rerror_rate | same_srv_rate | diff_srv_rate | srv_diff_host_rate | dst_host_count | dst_host_srv_count | dst_host_same_srv_rate | dst_host_diff_srv_rate | dst_host_same_src_port_rate | dst_host_srv_diff_host_rate | dst_host_serror_rate | dst_host_srv_serror_rate | dst_host_rerror_rate | dst_host_srv_rerror_rate | deu_ruim_ou_nao | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 358 | 0 | icmp | ecr_i | SF | 1032 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 511 | 511 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 255 | 255 | 1.00 | 0.00 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | DoS | 56608 |
| 96 | 0 | icmp | ecr_i | SF | 520 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 511 | 511 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 255 | 255 | 1.00 | 0.00 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | DoS | 38572 |
| 356 | 0 | icmp | ecr_i | SF | 1032 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 510 | 510 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 255 | 255 | 1.00 | 0.00 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | DoS | 13367 |
| 89 | 0 | icmp | ecr_i | SF | 508 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 511 | 511 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 255 | 255 | 1.00 | 0.00 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | DoS | 6114 |
| 95 | 0 | icmp | ecr_i | SF | 520 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 510 | 510 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 255 | 255 | 1.00 | 0.00 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | DoS | 5960 |
| 352 | 0 | icmp | ecr_i | SF | 1032 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 509 | 509 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 255 | 255 | 1.00 | 0.00 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | DoS | 4619 |
| 94 | 0 | icmp | ecr_i | SF | 520 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 509 | 509 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 255 | 255 | 1.00 | 0.00 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | DoS | 2845 |
| 10381 | 0 | udp | private | SF | 105 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 255 | 253 | 0.99 | 0.01 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | normal | 2450 |
| 10468 | 0 | udp | private | SF | 105 | 146 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 255 | 254 | 1.00 | 0.01 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | R2L | 1396 |
| 10490 | 0 | udp | private | SF | 105 | 146 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 2 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 255 | 254 | 1.00 | 0.01 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | normal | 1354 |